Can't find materials in .blend file
I tested downloading a material there myself, and had similiar problems like you. Neither appending nor linking were possible. On opening the file itself, blender complains about File format is not supported. So I guess you just have to look for another material. Maybe this site is outdated.

Try this link: Resources for blender.